To better illuminate how platform economy firms such as Uber, Lyft, TaskRabbit, and Deliveroo are impacting workers' welfare, this paper disaggregates two aspects of industrial organization in low-wage labor markets today. It maps prominent low-wage firms onto a grid that seeks to capture (a)...